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Average SPY minute bars per calendar day, by weekday

Answered against 22 years of US equities and 12 years of US options data and published with the query that produced it. This result is stored as of 2026-11-01, from After-Hours Trading on Holidays and Weekends.

as of series 7×4read in context →
Average SPY minute bars per calendar day, by weekday — 7 rows by 4 columns, computed from US exchange, SIP and OPRA data.
weekdayavg_minute_barsdays_with_any_tradingdays_counted
Mon8331718
Tue886.31818
Wed887.41818
Thu895.81818
Fri820.21617
Sat0017
Sun0018
Rows × columns
7 × 4
Computed
Completeness
No missing values
Source
US exchange, SIP and OPRA market data
Licence
Strasmore terms · free, no signup
Formats
JSON · CSV · the SQL below

What each column holds

Column definitions for Average SPY minute bars per calendar day, by weekday, derived from the stored result.
ColumnTypeRangeNotes
weekday text 7 distinct values (Fri, Mon, Sat…)
avg_minute_bars number 0 to 895.8
days_with_any_trading number 0 to 18
days_counted number 17 to 18

Computed from Strasmore's warehouse of US exchange, SIP and OPRA market data. Equity prices are delayed; options greeks and implied volatility are end-of-day. This result is stored, not recomputed on load — it is exactly the numbers that were returned on , and the query below is what returned them.

Run it yourself

This is the exact query behind the result above. Change a ticker, a date or a column and run it against the warehouse — no account, no key. The no-signup tier is smaller than the one this page was computed on; a query that reaches past it comes back saying which plan runs it.

SELECT
    formatDateTime(cal.day, '%a')      AS weekday,
    round(avg(ifNull(t.bars, 0)), 1)   AS avg_minute_bars,
    countIf(ifNull(t.bars, 0) > 0)     AS days_with_any_trading,
    count()                            AS days_counted
FROM
(
    SELECT today() - 126 + arrayJoin(range(126)) AS day
) AS cal
LEFT JOIN
(
    SELECT
        toDate(toTimeZone(window_start, 'America/New_York')) AS d,
        count()                                              AS bars
    FROM global_markets.delayed_stocks_minute_aggs
    WHERE ticker = 'SPY'
      AND window_start >= today() - 130
    GROUP BY d
) AS t ON t.d = cal.day
WHERE cal.day <= today() - 3
GROUP BY weekday, toDayOfWeek(cal.day)
ORDER BY toDayOfWeek(cal.day)
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